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ICML
2006
IEEE
16 years 7 months ago
Using inaccurate models in reinforcement learning
In the model-based policy search approach to reinforcement learning (RL), policies are found using a model (or "simulator") of the Markov decision process. However, for ...
Pieter Abbeel, Morgan Quigley, Andrew Y. Ng
RECOMB
2003
Springer
16 years 7 months ago
Maximum entropy modeling of short sequence motifs with applications to RNA splicing signals
We propose a framework for modeling sequence motifs based on the maximum entropy principle (MEP). We recommend approximating short sequence motif distributions with the maximum en...
Gene W. Yeo, Christopher B. Burge
ICDCS
2007
IEEE
16 years 1 months ago
A Multiphased Approach for Modeling and Analysis of the BitTorrent Protocol
BitTorrent is one of the most popular protocols for content distribution and accounts for more than 15% of the total Internet traffic. In this paper, we present an analytical mod...
Vivek Rai, Swaminathan Sivasubramanian, Sandjai Bh...
ATVA
2007
Springer
226views Hardware» more  ATVA 2007»
16 years 28 days ago
Bounded Model Checking of Analog and Mixed-Signal Circuits Using an SMT Solver
This paper presents a bounded model checking algorithm for the verification of analog and mixed-signal (AMS) circuits using a satisfiability modulo theories (SMT) solver. The sys...
David Walter, Scott Little, Chris J. Myers
EDOC
2006
IEEE
16 years 24 days ago
Model-Driven Dashboards for Business Performance Reporting
Business performance modeling and model-driven business transformation are two research directions that are attracting much attention lately. In this study, we propose an approach...
Pawan Chowdhary, Themis Palpanas, Florian Pinel, S...